1. Computational Oncology, Sage Bionetworks, Seattle, Washington
2. Kaiser Permanente Washington Health Research Institute, Seattle, Washington
3. University of Washington School of Medicine, Seattle
4. Therapixel, Paris, France
5. Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Budapest, Hungary
6. Department of Computational Medicine and Bioinformatics, Michigan Medicine, University of Michigan, Ann Arbor
7. DeepHealth Inc, Cambridge, Massachusetts
8. Tencent AI Lab, Shenzhen, China
9. National University of Singapore, Singapore
10. Integrated Health Information Systems Pte Ltd, Singapore
11. Department of Electrical and Computer Engineering, National University of Singapore, Singapore
12. National University Health System, Singapore
13. Lunit Inc, Seoul, Korea
14. Instituto de Física Corpuscular (IFIC), CSIC–Universitat de València, Valencia, Spain
15. Universitat Politecnica de Valencia, Valencia, Valenciana, Spain
16. Centre for Medical Image Computing, University College London, Bloomsbury, London, United Kingdom
17. Tensorflight Inc, Mountain View, California
18. University of Illinois at Urbana-Champaign, Urbana
19. IBM Research Australia, Melbourne, Australia
20. IBM Research Haifa, Haifa University Campus, Mount Carmel, Haifa, Israel
21. Stanford University, Stanford, California
22. Department of Biomedical Data Science, Radiology, and Medicine (Biomedical Informatics), Stanford University, Stanford, California
23. Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
24. Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, New York
25. Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
26. Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
27. Department of Population Health Science and Policy, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
28. Fred Hutchinson Cancer Research Center, Seattle, Washington
29. Bill and Melinda Gates Foundation, Seattle, Washington
30. Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, Maryland
31. Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
32. Breast Radiology, Karolinska University Hospital, Stockholm, Sweden
33. IBM Research, Translational Systems Biology and Nanobiotechnology, Thomas J. Watson Research Center, Yorktown Heights, New York
34. Microsoft New England Research and Development Center, Cambridge, Massachusetts
35. North Carolina State University, Raleigh
36. Icahn School of Medicine at Mount Sinai, New York, New York
37. Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco
38. Emory University, Atlanta, Georgia
39. New York University, New York
40. Clinical Persona, East Palo Alto, California
41. Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal
42. KolibriFX, Oslo, Norway
43. Department of Computer Science, University of Applied Sciences and Arts, Dortmund, Germany
44. Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
45. Biomedical Engineering Laboratory Tlemcen University, Tlemcen, Algeria
46. Department of Radiology, NYU School of Medicine, New York, New York
47. Queensland University of Technology, Brisbane, Australia
48. MIT-IBM Watson AI Lab, IBM Research, Cambridge, Massachusetts
49. Institute for Infocomm Research, A*STAR, Singapore
50. Icahn Institute for Data Science and Genomic Technology, New York, New York
51. Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina
52. Satalia, London, United Kingdom
53. Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco
54. University College London, London, United Kingdom
55. Department of Radiology, Duke University School of Medicine, Durham, North Carolina
56. Korea University, Seoul, Korea